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alpaca-cot

We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. Meanwhile, we created a new branch to build a Tabular LLM.（我们分别统一了丰富的IFT数据（如CoT数据，目前仍不断扩充）、多种训练效率方法（如lora，p-tun

bookstore

cail

Chinese AI & Law Challenge

chineseantiword

chinese anti semantic word search interface based on dict crawled from online resources, ChineseAntiword,针对中文词语的反义词查询接口

crimekgassitant

Crime assistant including crime type prediction and crime consult service based on nlp methods and crime kg,罪名法务智能项目,内容包括856项罪名知识图谱, 基于280万罪名训练库的罪名预测,基于20W法务问答对的13类问题分类与法律资讯问答功能.

cs224n-2017-assignment1

cs224n-2017-assignment2

cs231n-2016

cs231n assignment 2016

cs231n-2017-assignment2

cs231n-2017-assignment2 浏览ipynb戳右边->

cs231n-2017-assignment3

cs231n-2017-assignment3

hmm

训练 HMM模型并利用 Viterbi算法实现中文分词

imdb

nbviewer

kaggle-sa-on-movie-reviews

sentiment-analysis-on-movie-reviews

kaggle-titanic

kaggle-toxic-comment-classification

toxic comment classification

kaggle-word2vec-on-movies

Sentiment Analysis：Bag of Words Meets Bags of Popcorn

lawcrimemining

Law Crime Mining Based on Corpus build and content analysis by NLP methods. 基于领域语料库构建与NLP方法的裁判文书与犯罪案例文本挖掘项目

llm

machine-learning-coursera

medicalnamedentityrecognition

Medical Named Entity Recognition implement using bi-directional lstm and crf model with char embedding.CCKS2017中文电子病例命名实体识别项目,主要实现使用了基于字向量的四层双向LSTM与CRF模型的网络.该项目提供了原始训练数据样本(一般醒目,出院情况,病史情况,病史特点,诊疗经过)与转换版本,训练脚本,预训练模型,可用于序列标注研究.把玩和PK使用.

nlp-beginner-solutions

Solutions of FudanNLP/nlp-beginner: NLP上手教程 https://github.com/FudanNLP/nlp-beginner

nlp-in-pytorch

oxford-nlp-practical1

Oxford Deep NLP 2017 course - Practical 1: word2vec

oxford-nlp-practical2

Oxford Deep NLP 2017 course - Practical 2: Text Classification

practical-ml

Learn by experimenting on state-of-the-art machine learning models and algorithms with Jupyter Notebooks.

qwen

The official repo of Qwen (通义千问) chat & pretrained large language model proposed by Alibaba Cloud.

research_tao

NLP研究入门之道

songt96.github.io